{"id":"W6912276159","doi":"10.5281/zenodo.4474153","title":"Zagrammosoma americanum Girault","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Wing; Perpendicular; Occiput; Dorsum; Vertex (graph theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005534746,0.0002722371,0.0001630649,0.000858352,0.0005732827,0.0002200857,0.000230434,0.0002029622,0.005221646],"category_scores_gemma":[0.0001106803,0.000100776,0.0001007611,0.0004763254,0.0002979874,0.0003594925,0.0004703345,0.0003026235,0.001110925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814528,"about_ca_system_score_gemma":0.0001221124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265286,"about_ca_topic_score_gemma":0.0124268,"domain_scores_codex":[0.9999388,0.000007239132,0.000004659973,0.00002161263,0.00001747406,0.00001012486],"domain_scores_gemma":[0.9999615,0.000004774576,0.00001488216,0.000004952531,0.00000825216,0.000005652974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007353401,0.0002435665,0.1076803,0.001144912,0.0001140843,0.0123476,0.003373084,0.002306537,0.1924361,0.01644713,0.02080482,0.6423665],"study_design_scores_gemma":[0.00009503616,0.000205442,0.6193483,0.0002793103,0.0001110617,0.01838214,0.001769659,0.0009400446,0.006322541,0.003286392,0.349222,0.00003804647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8274706,0.006534061,0.00202843,0.0004107407,0.000203625,0.0001353439,0.001190178,0.0002761311,0.161751],"genre_scores_gemma":[0.9874564,0.001084113,0.001287987,0.0001662638,0.00003865673,0.00002304612,0.0005702128,0.000009339809,0.009363994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265286,"threshold_uncertainty_score":0.01746809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618654330603264,"score_gpt":0.2121446862862429,"score_spread":0.1759581429802103,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}